{"id":"W2049854903","doi":"10.1007/s003810000345","title":"Perspectives in pediatric neurosurgery","year":2000,"lang":"en","type":"review","venue":"Child s Nervous System","topic":"Spinal Dysraphism and Malformations","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Neurosurgery; Medicine; Pediatric neurosurgery; General surgery; Medical physics; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000199878,0.0004198198,0.001952345,0.001104229,0.0000991878,0.00003090841,0.0001714784,0.0003129909,0.0000542464],"category_scores_gemma":[0.00003996825,0.0003281104,0.0007023009,0.0009572136,0.00003198651,0.00008397095,0.00003521366,0.0006237664,0.0005270453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386492,"about_ca_system_score_gemma":0.0002942216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002462106,"about_ca_topic_score_gemma":0.000003148764,"domain_scores_codex":[0.9978871,0.0001379502,0.0008896592,0.0004504713,0.0002665535,0.0003682286],"domain_scores_gemma":[0.9988827,0.00007267641,0.0002666642,0.0005758571,0.00003755587,0.0001646092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003720816,0.0004037185,0.0003009713,0.2136609,0.0001541303,0.001301343,0.0007957129,0.000003573531,1.247622e-8,0.002661958,0.007341268,0.7733392],"study_design_scores_gemma":[0.0002594466,0.00006443623,0.001039598,0.01958934,0.001028136,0.002814316,0.0002752957,0.000003773644,1.026703e-8,0.000001165413,0.974624,0.0003004635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008248724,0.9441946,0.000001970872,0.00005412711,0.0004149211,0.001180027,0.0000342713,0.0001926546,0.05384497],"genre_scores_gemma":[0.001004489,0.9965596,0.00001291343,0.00004549072,0.001220257,0.0001606726,0.0001079821,0.00007741016,0.0008111372],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9672828,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391969986256016,"score_gpt":0.2958825157448695,"score_spread":0.2619628158823094,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}